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Weakly Supervised Learning

3895 directly classified papers

Papers per year

Papers

Boosting Class Representation via Semantically Related Instances for Robust Long-Tailed Learning with Noisy Labels ICCV 2025
Context-aware Graph Neural Network for Graph-based Fraud Detection with Extremely Limited Labels AAAI 2025
EDGE: Unknown-aware Multi-label Learning by Energy Distribution Gap Expansion AAAI 2025
Label Noise Correction via Fuzzy Learning Machine AAAI 2025
Multi-modal Identity Extraction ICCV 2025
Mixture of Experts Guided by Gaussian Splatters Matters: A new Approach to Weakly-Supervised Video Anomaly Detection ICCV 2025
OVA-Fields: Weakly Supervised Open-Vocabulary Affordance Fields for Robot Operational Part Detection ICCV 2025
Selective Contrastive Learning for Weakly Supervised Affordance Grounding ICCV 2025
Efficient Connectivity-Preserving Instance Segmentation with Supervoxel-Based Loss Function AAAI 2025
Balancing Privacy and Utility in Personal LLM Writing Tasks: An Automated Pipeline for Evaluating Anonymizations NAACL 2025
Weakly Supervised Gland Segmentation with Class Semantic Consistency and Purified Labels Filtration AAAI 2025
Lost in Literalism: How Supervised Training Shapes Translationese in LLMs ACL 2025
SHIP: Structural Hierarchies for Instance-Dependent Partial Labels WACV 2025
CLEAR: Character Unlearning in Textual and Visual Modalities ACL 2025
RoDA: Robust Domain Alignment for Cross-Domain Retrieval Against Label Noise AAAI 2025
Combating Semantic Contamination in Learning with Label Noise AAAI 2025
PreClinIE: An Annotated Corpus for Information Extraction in Preclinical Studies ACL 2025
How to Mitigate Overfitting in Weak-to-strong Generalization? ACL 2025
Meta-Learning Dynamic Center Distance: Hard Sample Mining for Learning with Noisy Labels ICCV 2025
M²RL-Net: Multi-View and Multi-Level Relation Learning Network for Weakly-Supervised Image Forgery Detection AAAI 2025
The Nature of NLP: Analyzing Contributions in NLP Papers ACL 2025
UCF-Crime-DVS: A Novel Event-Based Dataset for Video Anomaly Detection with Spiking Neural Networks AAAI 2025
DualNet: Robust Self-Supervised Stereo Matching with Pseudo-Label Supervision AAAI 2025
STATE ToxiCN: A Benchmark for Span-level Target-Aware Toxicity Extraction in Chinese Hate Speech Detection ACL 2025
MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing ICCV 2025